scripts/run_prompt_creation.py [480:497]:
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    EXPECTED_COLUMNS = {"gender", "pitch", "noise", "reverberation", "speech_monotony", "speaking_rate"}
    if data_args.is_single_speaker:
        EXPECTED_COLUMNS = {"noise", "reverberation", "speech_monotony", "speaking_rate"}
        
    if data_args.is_new_speaker_prompt:
        EXPECTED_COLUMNS.remove("noise")
        EXPECTED_COLUMNS.add("sdr_noise")
        
    speaker_ids_to_name = {}
    speaker_id_column = data_args.speaker_id_column
    if data_args.speaker_id_column and data_args.speaker_ids_to_name_json:
        import json
        if data_args.is_single_speaker:
            raise ValueError(f"`is_single_speaker=True` but `speaker_ids_to_name_json={data_args.speaker_ids_to_name_json}`. Specify one or another.")
        
        EXPECTED_COLUMNS.add(data_args.speaker_id_column)
        with open(data_args.speaker_ids_to_name_json, "r") as read_file:
            speaker_ids_to_name = json.load(read_file)
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scripts/run_prompt_creation_llm_swarm.py [365:382]:
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EXPECTED_COLUMNS = {"gender", "pitch", "noise", "reverberation", "speech_monotony", "speaking_rate"}
if data_args.is_single_speaker:
    EXPECTED_COLUMNS = {"noise", "reverberation", "speech_monotony", "speaking_rate"}
    
if data_args.is_new_speaker_prompt:
    EXPECTED_COLUMNS.remove("noise")
    EXPECTED_COLUMNS.add("sdr_noise")

speaker_ids_to_name = {}
speaker_id_column = data_args.speaker_id_column
if data_args.speaker_id_column and data_args.speaker_ids_to_name_json:
    import json
    if data_args.is_single_speaker:
        raise ValueError(f"`is_single_speaker=True` but `speaker_ids_to_name_json={data_args.speaker_ids_to_name_json}`. Specify one or another.")
    
    EXPECTED_COLUMNS.add(data_args.speaker_id_column)
    with open(data_args.speaker_ids_to_name_json, "r") as read_file:
        speaker_ids_to_name = json.load(read_file)
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